Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 3 August 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 3 August 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
3 Aug 2021		 Same period 2020 Same period 2019
Rank 159 194 173
Rank change year-on-year +35 -21 +93
Contract jobs citing Amazon S3 535 199 647
As % of all contract jobs advertised in London 1.76% 1.27% 1.60%
As % of the Cloud Services category 4.62% 3.79% 4.98%
Number of daily rates quoted 474 174 376
10th Percentile £433 £463 £419
25th Percentile £488 £500 £494
Median daily rate (50th Percentile) £540 £550 £550
Median % change year-on-year -1.82% - -
75th Percentile £675 £650 £625
90th Percentile £713 £703 £675
England median daily rate £525 £550 £528
% change year-on-year -4.55% +4.17% -4.00%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £31.25
England median hourly rate - - £31.25

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 11,568 5,256 13,005
As % of all contract IT jobs advertised in London 38.05% 33.61% 32.18%
Number of daily rates quoted 8,424 3,953 9,502
10th Percentile £375 £350 £350
25th Percentile £456 £431 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - +5.00%
75th Percentile £638 £625 £613
90th Percentile £713 £713 £688
England median daily rate £525 £500 £500
% change year-on-year +5.00% - +5.26%
Number of hourly rates quoted 52 28 84
10th Percentile £13.65 £18.50 £13.61
25th Percentile £19.05 £21.38 £18.50
Median hourly rate £25.00 £27.00 £21.00
Median % change year-on-year -7.41% +28.57% -5.62%
75th Percentile £51.31 £50.63 £30.94
90th Percentile £67.70 £61.78 £52.50
England median hourly rate £20.00 £21.00 £21.00
% change year-on-year -4.76% - +10.53%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 3 August 2021.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 3 August 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -19 23 £563 +7.14% 30
South London +25 17 £600 -4.00% 4
West London - 2 - - 7
Amazon S3
England

For the 6 months to 3 August 2021, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 524 (97.94%) AWS
2 381 (71.21%) Serverless
3 377 (70.47%) AWS Lambda
4 314 (58.69%) Agile Software Development
5 283 (52.90%) Amazon DynamoDB
6 270 (50.47%) Docker
7 268 (50.09%) Terraform
8 252 (47.10%) React
8 252 (47.10%) Amazon SQS
9 251 (46.92%) Software Engineering
10 249 (46.54%) Finance
11 247 (46.17%) Web Services
12 244 (45.61%) Kubernetes
13 241 (45.05%) JavaScript
14 237 (44.30%) Amazon RDS
15 234 (43.74%) TypeScript
16 233 (43.55%) Full Stack Development
17 217 (40.56%) Node.js
18 212 (39.63%) Asset Management
19 211 (39.44%) Front Office
20 204 (38.13%) AWS Step Functions
21 187 (34.95%) Python
22 179 (33.46%) Investment Management
23 177 (33.08%) Material-UI
24 175 (32.71%) Amazon EC2
25 138 (25.79%) Java
26 115 (21.50%) SQL
27 91 (17.01%) DevOps
28 68 (12.71%) Amazon ECS
29 61 (11.40%) Jenkins

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 48 (8.97%) Apache Spark
2 45 (8.41%) Apache Airflow
3 20 (3.74%) Apache
4 17 (3.18%) Confluence
5 9 (1.68%) Elasticsearch
6 5 (0.93%) Apache Pig
6 5 (0.93%) Luigi
6 5 (0.93%) nginx
6 5 (0.93%) Oracle Workflow
6 5 (0.93%) SharePoint
7 3 (0.56%) Jupyter
7 3 (0.56%) SAS
7 3 (0.56%) WebLogic
8 2 (0.37%) Adobe Experience Manager
8 2 (0.37%) Cloud Foundry
9 1 (0.19%) IIS
9 1 (0.19%) PowerExchange
9 1 (0.19%) R Markdown
9 1 (0.19%) Tomcat
Applications
1 2 (0.37%) Chatbot
1 2 (0.37%) MS Visio
Business Applications
1 2 (0.37%) Dynamics CRM
1 2 (0.37%) SAP S/4HANA
2 1 (0.19%) SAP Oil and Gas
Cloud Services
1 524 (97.94%) AWS
2 381 (71.21%) Serverless
3 377 (70.47%) AWS Lambda
4 252 (47.10%) Amazon SQS
5 204 (38.13%) AWS Step Functions
6 175 (32.71%) Amazon EC2
7 68 (12.71%) Amazon ECS
8 58 (10.84%) Amazon CloudWatch
9 57 (10.65%) Azure
10 55 (10.28%) AWS CloudFormation
10 55 (10.28%) Route 53
11 54 (10.09%) Amazon EKS
12 46 (8.60%) Virtual Private Cloud
13 35 (6.54%) Amazon EMR
14 31 (5.79%) Amazon Kinesis
14 31 (5.79%) CloudFront
15 27 (5.05%) GitHub
16 26 (4.86%) AWS CodePipeline
16 26 (4.86%) GCP
17 20 (3.74%) AWS Fargate
Communications & Networking
1 21 (3.93%) DNS
2 8 (1.50%) HTTP
2 8 (1.50%) SSL
3 6 (1.12%) Internet
3 6 (1.12%) VPN
4 5 (0.93%) DHCP
4 5 (0.93%) VoIP
5 3 (0.56%) DSL
5 3 (0.56%) FTP
6 2 (0.37%) Remote Desktop
7 1 (0.19%) Firewall
7 1 (0.19%) MQTT
Database & Business Intelligence
1 283 (52.90%) Amazon DynamoDB
2 237 (44.30%) Amazon RDS
3 47 (8.79%) Big Data
4 45 (8.41%) Amazon Athena
4 45 (8.41%) Amazon Redshift
5 44 (8.22%) PostgreSQL
6 38 (7.10%) Data Warehouse
7 35 (6.54%) Data Lake
8 33 (6.17%) Hadoop
9 22 (4.11%) SQL Server
10 17 (3.18%) Apache Hive
10 17 (3.18%) Relational Database
11 16 (2.99%) NoSQL
11 16 (2.99%) Oracle Database
11 16 (2.99%) Tableau
12 15 (2.80%) BigQuery
13 14 (2.62%) HBase
14 13 (2.43%) Amazon Aurora
14 13 (2.43%) Metadata
15 12 (2.24%) Presto
Development Applications
1 61 (11.40%) Jenkins
2 47 (8.79%) Git (software)
3 37 (6.92%) JIRA
4 23 (4.30%) webpack
5 14 (2.62%) Maven
6 12 (2.24%) JUnit
7 11 (2.06%) GitLab
8 10 (1.87%) Selenium
9 9 (1.68%) Atlassian Bamboo
10 8 (1.50%) Oracle APEX
11 7 (1.31%) Cucumber
12 6 (1.12%) Bitbucket
12 6 (1.12%) Cypress.io
12 6 (1.12%) JMeter
12 6 (1.12%) Mockito
12 6 (1.12%) Visual Studio
13 5 (0.93%) CircleCI
13 5 (0.93%) EasyMock
13 5 (0.93%) Sonatype Nexus
13 5 (0.93%) TestNG
General
1 249 (46.54%) Finance
2 211 (39.44%) Front Office
3 50 (9.35%) Social Skills
4 19 (3.55%) Public Sector
5 15 (2.80%) Analytical Skills
6 7 (1.31%) Banking
7 5 (0.93%) Marketing
8 4 (0.75%) Financial Institution
9 3 (0.56%) Documentation Skills
9 3 (0.56%) Law
9 3 (0.56%) Music Industry
9 3 (0.56%) Presentation Skills
9 3 (0.56%) Retail
10 2 (0.37%) Games
10 2 (0.37%) Influencing Skills
10 2 (0.37%) Legal
10 2 (0.37%) Manufacturing
10 2 (0.37%) Publishing
11 1 (0.19%) General Ledger
11 1 (0.19%) Hebrew Language
Job Titles
1 251 (46.92%) Developer
2 161 (30.09%) AWS Developer
3 148 (27.66%) React Developer
4 122 (22.80%) AWS Engineer
5 109 (20.37%) Software Engineer
6 95 (17.76%) JavaScript Developer
7 82 (15.33%) Data Engineer
8 77 (14.39%) Full Stack Developer
9 71 (13.27%) Node.js Developer
10 67 (12.52%) Developer/Software Engineer
11 52 (9.72%) JavaScript Engineer
11 52 (9.72%) Python Engineer
12 40 (7.48%) Architect
12 40 (7.48%) AWS Software Engineer
12 40 (7.48%) DevOps Engineer
13 36 (6.73%) Java Developer
13 36 (6.73%) Python Developer
14 33 (6.17%) Python Software Engineer
15 25 (4.67%) AWS Architect
16 20 (3.74%) AWS DevOps
Libraries, Frameworks & Software Standards
1 252 (47.10%) React
2 247 (46.17%) Web Services
3 217 (40.56%) Node.js
4 177 (33.08%) Material-UI
5 45 (8.41%) Kafka
6 42 (7.85%) AngularJS
7 36 (6.73%) JSON
8 35 (6.54%) Vue.js
9 29 (5.42%) RESTful
10 28 (5.23%) REST
11 25 (4.67%) CSS
11 25 (4.67%) GraphQL
12 19 (3.55%) PySpark
13 17 (3.18%) .NET
14 16 (2.99%) gRPC
15 15 (2.80%) Elastic Stack
15 15 (2.80%) Spring
16 14 (2.62%) Spring Boot
17 13 (2.43%) LitElement
18 10 (1.87%) SOAP
Miscellaneous
1 36 (6.73%) Derivative
2 35 (6.54%) Equities
2 35 (6.54%) Foreign Exchange (FX)
3 34 (6.36%) Fixed Income
4 18 (3.36%) Cloud Native
5 10 (1.87%) Data Structures
5 10 (1.87%) Management Information System
6 7 (1.31%) Data Centre
6 7 (1.31%) Life Science
6 7 (1.31%) Mobile App
6 7 (1.31%) Public Cloud
7 6 (1.12%) Greenfield Project
7 6 (1.12%) Legacy Applications
8 5 (0.93%) Distributed Denial-of-Service
9 4 (0.75%) Algorithms
9 4 (0.75%) Data Protection Act
9 4 (0.75%) Hybrid Cloud
9 4 (0.75%) Linux Command Line
10 3 (0.56%) NHS
10 3 (0.56%) Replication
Operating Systems
1 51 (9.53%) Linux
2 29 (5.42%) Windows
3 17 (3.18%) Unix
4 7 (1.31%) Red Hat Enterprise Linux
4 7 (1.31%) Windows Server
5 6 (1.12%) Ubuntu
6 4 (0.75%) Debian
7 3 (0.56%) Android
7 3 (0.56%) Apple iOS
8 2 (0.37%) VMS
9 1 (0.19%) Mac OS
9 1 (0.19%) Windows 10
9 1 (0.19%) Windows Server 2012
9 1 (0.19%) Windows Server 2019
Processes & Methodologies
1 314 (58.69%) Agile Software Development
2 251 (46.92%) Software Engineering
3 233 (43.55%) Full Stack Development
4 212 (39.63%) Asset Management
5 179 (33.46%) Investment Management
6 91 (17.01%) DevOps
7 56 (10.47%) Microservices
8 51 (9.53%) Analytics
9 50 (9.35%) ETL
10 47 (8.79%) Data Pipeline
11 32 (5.98%) Infrastructure as Code
12 31 (5.79%) Data Engineering
13 28 (5.23%) Project Management
14 27 (5.05%) Computer Science
15 26 (4.86%) Test Automation
16 24 (4.49%) Continuous Integration
16 24 (4.49%) Data Modelling
17 23 (4.30%) Data Science
18 22 (4.11%) Continuous Delivery
18 22 (4.11%) Migration
Programming Languages
1 241 (45.05%) JavaScript
2 234 (43.74%) TypeScript
3 187 (34.95%) Python
4 138 (25.79%) Java
5 115 (21.50%) SQL
6 35 (6.54%) Kotlin
7 32 (5.98%) Scala
8 18 (3.36%) Shell Script
9 17 (3.18%) Java 8
10 16 (2.99%) C#
11 15 (2.80%) Bash Shell
12 14 (2.62%) PL/SQL
13 13 (2.43%) C++
14 10 (1.87%) PowerShell
15 9 (1.68%) Go
16 8 (1.50%) Groovy
16 8 (1.50%) T-SQL
17 6 (1.12%) PHP
18 5 (0.93%) ES6
18 5 (0.93%) Perl
Qualifications
1 37 (6.92%) AWS Certification
2 29 (5.42%) Degree
3 25 (4.67%) Security Cleared
4 23 (4.30%) SC Cleared
5 19 (3.55%) Computer Science Degree
6 4 (0.75%) BPSS Clearance
7 3 (0.56%) CISA
7 3 (0.56%) CISSP
8 2 (0.37%) CRISC
8 2 (0.37%) ISTQB
8 2 (0.37%) ISTQB Foundation Certification
8 2 (0.37%) Master's Degree
9 1 (0.19%) CISM
9 1 (0.19%) PhD
Quality Assurance & Compliance
1 23 (4.30%) QA
2 22 (4.11%) Data Quality
3 7 (1.31%) Accessibility
4 4 (0.75%) GDPR
5 3 (0.56%) PCI DSS
6 1 (0.19%) IFRS
6 1 (0.19%) ISO/IEC 27001
6 1 (0.19%) Sarbanes-Oxley
System Software
1 270 (50.47%) Docker
2 19 (3.55%) Active Directory
3 8 (1.50%) HDFS
4 3 (0.56%) Virtual Desktop
5 2 (0.37%) VirtualBox
5 2 (0.37%) VMware Infrastructure
6 1 (0.19%) Apache ZooKeeper
6 1 (0.19%) Virtual Machines
Systems Management
1 268 (50.09%) Terraform
2 244 (45.61%) Kubernetes
3 39 (7.29%) Ansible
4 15 (2.80%) Puppet
5 12 (2.24%) Hadoop YARN
6 10 (1.87%) Oozie
6 10 (1.87%) Opscode Chef
7 9 (1.68%) Grafana
8 6 (1.12%) Bosun
8 6 (1.12%) Packer
8 6 (1.12%) VictorOps
9 4 (0.75%) Istio
10 3 (0.56%) Kibana
10 3 (0.56%) logstash
10 3 (0.56%) Nagios
11 2 (0.37%) Salt
11 2 (0.37%) ZABBIX
12 1 (0.19%) Mesos
12 1 (0.19%) Nessus
12 1 (0.19%) Rancher
Vendors
1 23 (4.30%) Google
1 23 (4.30%) Oracle
2 22 (4.11%) Cloudera
2 22 (4.11%) Microsoft
3 16 (2.99%) Databricks
4 13 (2.43%) Salesforce.com
5 12 (2.24%) SAP
6 11 (2.06%) CA
6 11 (2.06%) Informatica
7 6 (1.12%) Red Hat
8 5 (0.93%) Atlassian
8 5 (0.93%) Hortonworks
8 5 (0.93%) MuleSoft
8 5 (0.93%) Splunk
9 4 (0.75%) Teradata
10 3 (0.56%) Adobe
10 3 (0.56%) Netezza
11 2 (0.37%) MicroStrategy
11 2 (0.37%) VMware
11 2 (0.37%) Xamarin